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Information Theoretic Learning, Jose C. Principe


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Автор: Jose C. Principe
Название:  Information Theoretic Learning
ISBN: 9781441915696
Издательство: Springer
Классификация:

ISBN-10: 1441915699
Обложка/Формат: Hardback
Страницы: 552
Вес: 0.97 кг.
Дата издания: 2010
Серия: Information Science and Statistics
Язык: English
Иллюстрации: Illustrations
Размер: 164 x 237 x 33
Читательская аудитория: Tertiary education (us: college)
Подзаголовок: Renyi`s entropy and kernel perspectives
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book is the first cohesive treatment of ITL algorithms to adapt linear or nonlinear learning machines both in supervised and unsupervised paradigms. It compares the performance of ITL algorithms with the second order counterparts in many applications.


Descriptive Set Theoretic Methods in Automata Theory

Автор: Skrzypczak
Название: Descriptive Set Theoretic Methods in Automata Theory
ISBN: 3662529467 ISBN-13(EAN): 9783662529461
Издательство: Springer
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Цена: 6988.00 р.
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Описание: The book is based on the PhD thesis “Descriptive Set Theoretic Methods in Automata Theory,” awarded the E.W. Beth Prize in 2015 for outstanding dissertations in the fields of logic, language, and information. The thesis reveals unexpected connections between advanced concepts in logic, descriptive set theory, topology, and automata theory and provides many deep insights into the interplay between these fields. It opens new perspectives on central problems in the theory of automata on infinite words and trees and offers very impressive advances in this theory from the point of view of topology.'…the thesis of Micha? Skrzypczak offers certainly what we expect from excellent mathematics: new unexpected connections between a priori distinct concepts, and proofs involving enlightening ideas.” Thomas Colcombet.

Information Theoretic Learning

Автор: Jose C. Principe
Название: Information Theoretic Learning
ISBN: 1461425859 ISBN-13(EAN): 9781461425854
Издательство: Springer
Рейтинг:
Цена: 21661.00 р.
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Описание: This book is the first cohesive treatment of ITL algorithms to adapt linear or nonlinear learning machines both in supervised and unsupervised paradigms. It compares the performance of ITL algorithms with the second order counterparts in many applications.

A group theoretic approach to quantum information

Название: A group theoretic approach to quantum information
ISBN: 3319452398 ISBN-13(EAN): 9783319452395
Издательство: Springer
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Цена: 7965.00 р.
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Описание: This book is the first one addressing quantum information from the viewpoint of group symmetry. Quantum systems have a group symmetrical structure. This structure enables to handle systematically quantum information processing. However, there is no other textbook focusing on group symmetry for quantum information although there exist many textbooks for group representation. After the mathematical preparation of quantum information, this book discusses quantum entanglement and its quantification by using group symmetry. Group symmetry drastically simplifies the calculation of several entanglement measures although their calculations are usually very difficult to handle. This book treats optimal information processes including quantum state estimation, quantum state cloning, estimation of group action and quantum channel etc. Usually it is very difficult to derive the optimal quantum information processes without asymptotic setting of these topics. However, group symmetry allows to derive these optimal solutions without assuming the asymptotic setting. Next, this book addresses the quantum error correcting code with the symmetric structure of Weyl-Heisenberg groups. This structure leads to understand the quantum error correcting code systematically. Finally, this book focuses on the quantum universal information protocols by using the group SU(d). This topic can be regarded as a quantum version of the Csiszar-Korner's universal coding theory with the type method. The required mathematical knowledge about group representation is summarized in the companion book, Group Representation for Quantum Theory.

Game Theoretic Problems in Network Economics and Mechanism Design Solutions

Автор: Y. Narahari; Dinesh Garg; Ramasuri Narayanam; Hast
Название: Game Theoretic Problems in Network Economics and Mechanism Design Solutions
ISBN: 1849968071 ISBN-13(EAN): 9781849968072
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This monograph focuses on exploring game theoretic modeling and mechanism design for problem solving in Internet and network economics. For the first time, the main theoretical issues and applications of mechanism design are bound together in a single text.

Theoretical And Computational Models Of Word Learning

Автор: Gogate & Hollich
Название: Theoretical And Computational Models Of Word Learning
ISBN: 1466629738 ISBN-13(EAN): 9781466629738
Издательство: Mare Nostrum (Eurospan)
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Цена: 25502.00 р.
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Описание: The process of learning words and languages may seem like an instinctual trait, inherent to nearly all humans from a young age. However, a vast range of complex research and information exists in detailing the complexities of the process of word learning. <br><br><em>Theoretical and Computational Models of Word Learning: Trends in Psychology and Artificial Intelligence</em> strives to combine cross-disciplinary research into one comprehensive volume to help readers gain a fuller understanding of the developmental processes and influences that makeup the progression of word learning. Blending together developmental psychology and artificial intelligence, this publication is intended for researchers, practitioners, and educators who are interested in language learning and its development as well as computational models formed from these specific areas of research.

LATIN 2008: Theoretical Informatics

Автор: Eduardo Sany Laber; Claudson Bornstein; Loana Tito
Название: LATIN 2008: Theoretical Informatics
ISBN: 3540787720 ISBN-13(EAN): 9783540787723
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This proceedings volume examines a range of topics in theoretical computer science, including automata theory, data compression, logic, machine learning, mathematical programming, parallel and distributed computing, quantum computing and random structures.

LATIN 2010: Theoretical Informatics

Автор: Alejandro L?pez-Ortiz
Название: LATIN 2010: Theoretical Informatics
ISBN: 3642121993 ISBN-13(EAN): 9783642121999
Издательство: Springer
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Цена: 18167.00 р.
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Описание: The papers contained in this volume were presented at the 9th Latin American TheoreticalInformaticsSymposiumheldattheBenitoJu arezUniversityofO- aca, Oaxaca City, M exico, April 19-23, 2010. The LATIN series of conferences was launched in 1992 to foster the interaction between the Latin American t- oretical computer science community and computer scientists around the world. LATIN 2010wasthe ninth ofa series, after SaoPaulo, Brazil(1992);Valparaiso, Chile (1995); Campinas, Brazil (1998); Punta del Este, Uruguay (2000); C- cun, Mexico (2002); Buenos Aires, Argentina (2004); Valdivia, Chile (2006) and B uzios, Rio de Janeiro, Brazil (2008). From the 155 submissions, the Program Committee selected 56 papers for presentation at the conference. The selectionofpaperswasbasedonoriginality, quality, and relevance to theoretical computer science. It is expected that most of these papers will appear in a more complete and polished form in scienti?c journalsinthefuture.Inadditiontothecontributedpapers, thisvolumecontains the abstracts of four invited plenary talks given at the conference by Cristopher Moore, Piotr Indyk, Sergio Rajsbaum, and Leslie Valiant. A special session on the life and work of the late Imre Simon was held. Prof. Simon played a key role in the development of theoretical computer science in Latin American as well as theLATINconference.ThissessionhadcontributionsfromRicardoBaeza-Yates, John Brzozowski, Volker Diekert, and Jacques Sakarovitch.

Theoretical Aspects of Computing – ICTAC 2016

Автор: Sampaio
Название: Theoretical Aspects of Computing – ICTAC 2016
ISBN: 3319467492 ISBN-13(EAN): 9783319467498
Издательство: Springer
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Цена: 9224.00 р.
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Описание: This book constitutes the refereed proceedings of the 13th International Colloquium on Theoretical Aspects of Computing, ICTAC 2016, held in Taipei, Taiwan, in October 2016.The 23 revised full papers presented together with two short papers, two invited papers and one abstract of an invited paper were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on program verification; design, synthesis and testing; calculi; specifications; composition and transformation; automata; temporal logics; tool and short papers.

Advances in Data Mining. Applications and Theoretical Aspects

Автор: Petra Perner
Название: Advances in Data Mining. Applications and Theoretical Aspects
ISBN: 3642030661 ISBN-13(EAN): 9783642030666
Издательство: Springer
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Цена: 12157.00 р.
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Описание: The topics range from theoretical aspects of data mining to app- cations of data mining, such as on multimedia data, in marketing, finance and telec- munication, in medicine and agriculture, and in process control, industry and society.


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